Coverart for item
The Resource Visual Saliency Computation : a Machine Learning Perspective, by Jia Li, Wen Gao

Visual Saliency Computation : a Machine Learning Perspective, by Jia Li, Wen Gao

Label
Visual Saliency Computation : a Machine Learning Perspective
Title
Visual Saliency Computation
Title remainder
a Machine Learning Perspective
Statement of responsibility
by Jia Li, Wen Gao
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This book covers fundamental principles and computational approaches relevant to visual saliency computation. As an interdisciplinary problem, visual saliency computation is introduced in this book from an innovative perspective that combines both neurobiology and machine learning. The book is also well-structured to address a wide range of readers, from specialists in the field to general readers interested in computer science and cognitive psychology. With this book, a reader can start from the very basic question of "what is visual saliency?" and progressively explore the problems in detecting salient locations, extracting salient objects, learning prior knowledge, evaluating performance, and using saliency in real-world applications. It is highly expected that this book will spark a great interest of research in the related communities in years to come
Member of
Cataloging source
Nz
http://library.link/vocab/creatorName
Li, Jia
Dewey number
  • 006.6
  • 006.37
Illustrations
illustrations
Image bit depth
0
Index
index present
LC call number
TA1637-1638
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Gao, Wen
Series statement
Lecture Notes in Computer Science,
Series volume
8408
http://library.link/vocab/subjectName
  • Computer science
  • Data mining
  • Artificial intelligence
  • Computer vision
  • Artificial intelligence
  • Computer science
  • Computer vision
  • Data mining
Label
Visual Saliency Computation : a Machine Learning Perspective, by Jia Li, Wen Gao
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Benchmark and evaluation metrics -- Location-based visual saliency computation -- Object-based visual saliency computation -- Learning-based visual saliency computation -- Mining cluster-specific knowledge for saliency ranking -- Removing label ambiguity in training saliency model -- Saliency-based applications -- Conclusions and future work
Control code
885336699
Dimensions
unknown
Extent
1 online resource (XII, 240 pages 100 illustrations)
File format
multiple file formats
Form of item
online
Isbn
9783319056418
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-05642-5
Other physical details
online resource
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)885336699
Label
Visual Saliency Computation : a Machine Learning Perspective, by Jia Li, Wen Gao
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Benchmark and evaluation metrics -- Location-based visual saliency computation -- Object-based visual saliency computation -- Learning-based visual saliency computation -- Mining cluster-specific knowledge for saliency ranking -- Removing label ambiguity in training saliency model -- Saliency-based applications -- Conclusions and future work
Control code
885336699
Dimensions
unknown
Extent
1 online resource (XII, 240 pages 100 illustrations)
File format
multiple file formats
Form of item
online
Isbn
9783319056418
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-05642-5
Other physical details
online resource
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)885336699

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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